Gerrit Hoogenboom

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 14

Top Topics

Machine Learning Models

Production System

Markov Decision

Top Venues

Environ. Model. Softw.

Comput. Electron. Agric.

IBM J. Res. Dev.

Publications

Maryam Nadafzadeh, Ahmad Banakar, Saman Abdanan Mehdizadeh, Mohammad Reza Zare Bavani, Saeid Minaei, Gerrit Hoogenboom
Design, fabrication and evaluation of a robot for plant nutrient monitoring in greenhouse (case study: Iron nutrient in spinach). Comput. Electron. Agric. 217 (2024)
Fitsum T. Teshome, Haimanote K. Bayabil, Bruce Schaffer, Yiannis Ampatzidis, Gerrit Hoogenboom, Aditya Singh
Simulating soil hydrologic dynamics using crop growth and machine learning models. Comput. Electron. Agric. 224 (2024)
Fitsum T. Teshome, Haimanote K. Bayabil, Gerrit Hoogenboom, Bruce Schaffer, Aditya Singh, Yiannis Ampatzidis
Unmanned aerial vehicle (UAV) imaging and machine learning applications for plant phenotyping. Comput. Electron. Agric. 212 (2023)
Cyrille Ahmed Midingoyi, Christophe Pradal, Andreas Enders, Davide Fumagalli, Patrice Lecharpentier, Hélène Raynal, Marcello Donatelli, Davide Fanchini, Ioannis N. Athanasiadis, Cheryl H. Porter, Gerrit Hoogenboom, Fabio A. A. Oliveira, Dean P. Holzworth, Pierre Martre
Crop modeling frameworks interoperability through bidirectional source code transformation. Environ. Model. Softw. 168 (2023)
Alireza Araghi, Christopher J. Martinez, Jørgen Eivind Olesen, Gerrit Hoogenboom
Assessment of nine gridded temperature data for modeling of wheat production systems. Comput. Electron. Agric. 199 (2022)
Cyrille Ahmed Midingoyi, Christophe Pradal, Andreas Enders, Davide Fumagalli, Hélène Raynal, Marcello Donatelli, Ioannis N. Athanasiadis, Cheryl H. Porter, Gerrit Hoogenboom, Dean P. Holzworth, Frédérick Garcia, Peter J. Thorburn, Pierre Martre
Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components. Environ. Model. Softw. 142 (2021)
Daniel Wallach, Taru Palosuo, Peter J. Thorburn, Zvi Hochman, Emmanuelle Gourdain, Fety Andrianasolo, Senthold Asseng, Bruno Basso, Samuel Buis, Neil Crout, Camilla Dibari, Benjamin Dumont, Roberto Ferrise, Thomas Gaiser, Cecile Garcia, Sebastian Gayler, Afshin Ghahramani, Santosh Hiremath, Steven Hoek, Heidi Horan, Gerrit Hoogenboom, Mingxia Huang, Mohamed Jabloun, Per-Erik Jansson, Qi Jing, Eric Justes, Kurt Christian Kersebaum, Anne Klosterhalfen, Marie Launay, Elisabet Lewan, Qunying Luo, Bernardo Maestrini, Henrike Mielenz, Marco Moriondo, Hasti Nariman Zadeh, Gloria Padovan, Jørgen Eivind Olesen, Arne Poyda, Eckart Priesack, Johannes W. M. Pullens, Budong Qian, Niels Schütze, Vakhtang Shelia, Amir Souissi, Xenia Specka, Amit Kumar Srivastava, Tommaso Stella, Thilo Streck, Giacomo Trombi, Evelyn Wallor, Jing Wang, Tobias K. D. Weber, Lutz Weihermüller, Allard de Wit, Thomas Wöhling, Liujun Xiao, Chuang Zhao, Yan Zhu, Sabine J. Seidel
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise. Environ. Model. Softw. 145 (2021)
Vakhtang Shelia, Gerrit Hoogenboom
A new approach to clustering soil profile data using the modified distance matrix. Comput. Electron. Agric. 176 (2020)
Jonathan Richetti, Kenneth J. Boote, Gerrit Hoogenboom, Jasmeet Judge, Jerry Adriani Johann, Miguel A. Uribe-Opazo
data are not available. Int. J. Appl. Earth Obs. Geoinformation 79 (2019)
Jonas de Abreu Resenes, Willingthon Pavan, Carlos Amaral Hölbig, José Maurício Cunha Fernandes, Vakhtang Shelia, Cheryl H. Porter, Gerrit Hoogenboom
jDSSAT: A JavaScript Module for DSSAT-CSM integration. SoftwareX 10 (2019)
Vakhtang Shelia, James Hansen, Vaishali Sharda, Cheryl H. Porter, Pramod Aggarwal, Carol J. Wilkerson, Gerrit Hoogenboom
A multi-scale and multi-model gridded framework for forecasting crop production, risk analysis, and climate change impact studies. Environ. Model. Softw. 115 (2019)
Kwang Soo Kim, Byung Hyun Yoo, Vakhtang Shelia, Cheryl H. Porter, Gerrit Hoogenboom
START: A data preparation tool for crop simulation models using web-based soil databases. Comput. Electron. Agric. 154 (2018)
G. Badr, Levente J. Klein, Marcus Freitag, Conrad M. Albrecht, Fernando J. Marianno, Siyuan Lu, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom, Hendrik F. Hamann
Toward large-scale crop production forecasts for global food security. IBM J. Res. Dev. 60 (5/6) (2016)
Mukhtar Ahmed, Mustazhar Nasib Akram, Muhammad Asim, Muhammad Aslam, Fayyaz-ul Hassan, Stewart Higgins, Claudio O. Stöckle, Gerrit Hoogenboom
Calibration and validation of APSIM-Wheat and CERES-Wheat for spring wheat under rainfed conditions: Models evaluation and application. Comput. Electron. Agric. 123 (2016)
Kurt Christian Kersebaum, Kenneth J. Boote, J. S. Jorgenson, Claas Nendel, Marco Bindi, C. Frühauf, Thomas Gaiser, Gerrit Hoogenboom, C. Kollas, Jørgen Eivind Olesen, Reimund P. Rötter, Françoise Ruget, Peter J. Thorburn, Marián Trnka, Martin Wegehenkel
Analysis and classification of data sets for calibration and validation of agro-ecosystem models. Environ. Model. Softw. 72 (2015)
Richard T. McNider, C. Handyside, K. Doty, Water Lee Ellenburg, James F. Cruise, John R. Christy, D. Moss, Vaishali Sharda, Gerrit Hoogenboom, Peter Caldwell
An integrated crop and hydrologic modeling system to estimate hydrologic impacts of crop irrigation demands. Environ. Model. Softw. 72 (2015)
Ioannis N. Athanasiadis, Sander Janssen, Dean P. Holzworth, Peter J. Thorburn, Marcello Donatelli, Valerie O. Snow, Gerrit Hoogenboom, Jeffrey W. White
Thematic issue on agricultural systems modelling and software - Part II. Environ. Model. Softw. 72 (2015)
Dean P. Holzworth, Val Snow, Sander Janssen, Ioannis N. Athanasiadis, Marcello Donatelli, Gerrit Hoogenboom, Jeffrey W. White, Peter J. Thorburn
Agricultural production systems modelling and software: Current status and future prospects. Environ. Model. Softw. 72 (2015)
Karthik Nadig, Walter D. Potter, Gerrit Hoogenboom, Ronald W. McClendon
Comparison of individual and combined ANN models for prediction of air and dew point temperature. Appl. Intell. 39 (2) (2013)
Siva Venkadesh, Gerrit Hoogenboom, Walter D. Potter, Ronald W. McClendon
A genetic algorithm to refine input data selection for air temperature prediction using artificial neural networks. Appl. Soft Comput. 13 (5) (2013)
Robert F. Chevalier, Gerrit Hoogenboom, Ronald W. McClendon, Joel O. Paz
A web-based fuzzy expert system for frost warnings in horticultural crops. Environ. Model. Softw. 35 (2012)
Consuelo C. Romero, Gerrit Hoogenboom, Guillermo A. Baigorria, Jawoo Koo, Arjan J. Gijsman, Stanley Wood
Reanalysis of a global soil database for crop and environmental modeling. Environ. Model. Softw. 35 (2012)
Robert F. Chevalier, Gerrit Hoogenboom, Ronald W. McClendon, Joel A. Paz
Support vector regression with reduced training sets for air temperature prediction: a comparison with artificial neural networks. Neural Comput. Appl. 20 (1) (2011)
Kenneth J. Boote, Jim W. Jones, Gerrit Hoogenboom, Jeffrey W. White
The Role of Crop Systems Simulation in Agriculture and Environment. Int. J. Agric. Environ. Inf. Syst. 1 (1) (2010)
Sudhanshu Sekhar Panda, Gerrit Hoogenboom, Joel O. Paz
Remote Sensing and Geospatial Technological Applications for Site-specific Management of Fruit and Nut Crops: A Review. Remote. Sens. 2 (8) (2010)
Mohammad Bannayan, Gerrit Hoogenboom
Weather analogue: A tool for real-time prediction of daily weather data realizations based on a modified k-nearest neighbor approach. Environ. Model. Softw. 23 (6) (2008)
Daniel B. Shank, Ronald W. McClendon, Joel A. Paz, Gerrit Hoogenboom
Ensemble Artificial Neural Networks for Prediction of Dew Point temperature. Appl. Artif. Intell. 22 (6) (2008)
Brian A. Smith, Ronald W. McClendon, Gerrit Hoogenboom
An Enhanced Artificial Neural Network for Air Temperature Prediction. IEC (Prague) (2005)
Shunlin Liang, Hongliang Fang, Gerrit Hoogenboom, John Teasdale, Michel A. Cavigelli
Estimation of crop yield at the regional scale from MODIS observations. IGARSS (2004)
C. E. Henderson, Walter D. Potter, Ronald W. McClendon, Gerrit Hoogenboom
Predicting Aflatoxin Contamination in Peanuts: A Genetic Algorithm/Neural Network Approach. Appl. Intell. 12 (3) (2000)
Goshko A. Georgiev, Gerrit Hoogenboom
Near Real-Time Agricultural Simulations on the Web. Simul. 73 (1) (1999)
C. E. Henderson, Walter D. Potter, Ronald W. McClendon, Gerrit Hoogenboom
Aflatoxin Prediction Using a GA Trained Neural Network. FLAIRS Conference (1998)
C. E. Henderson, Walter D. Potter, Ronald W. McClendon, Gerrit Hoogenboom
Using a Genetic Algorithm to Select Parameters for a Neural Network That Predicts Aflatoxin Contamination in Peanuts. IEA/AIE (Vol. 1) (1998)
Hong Xiang, Brahm P. Verma, Gerrit Hoogenboom
Fuzzy Irrigation Decision Support System. AAAI (1994)